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Hadi Hemmati

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#artificial intelligence Preprint Nov 2026

How Should Agents See Code? Rethinking Code Representations for Agentic Software Engineering

LLM agents are increasingly used for repository-level software engineering tasks. However, most agents still access repositories through raw files, lexical search, and shell commands, treating code primarily as text. This paper investigates map-based code-representation workflows as a design variable in agentic softwar...

Melika Sepidband, Jiho Shin, Song Wang et al. · 0 citations

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